Robust Control Of Two-Wheeled Robot: Theoretical And Experimental Evaluation

In this paper, we survey some recent results related to the identification, design, and experimental evaluation of a robust control system intended for vertical stabilization and tracking of the desired horizontal trajectory of a two-wheeled robot.A single-input multi-output uncertainty model is utilized, obtained by an appropriate identification procedure.Results of the theoretical and experimental comparison of two controllers are presented: an LQG controller including a Kalman filter and a -controller ensuring robust stability and robust performance of the closed-loop system.Both controllers are embedded in a Raspberry Pi 4B microcontroller.The results of the closed-loop system experimental evaluation confirm the fulfillment of the design requirements.

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Publication Details

Journal
Engineering Sciences
Published
2025-07-01
DOI
https://doi.org/10.7546/engsci.lxii.25.02.01
Primary Topic
Control and Dynamics of Mobile Robots
Type
article
Field-Weighted Citation Impact
0.00
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article

Robust Control Of Two-Wheeled Robot: Theoretical And Experimental Evaluation

Tsonyo Slavov, Jordan Kralev, Petko H. Petkov
Engineering Sciences
Control and Dynamics of Mobile Robots
article

Robust Control Of Two-Wheeled Robot: Theoretical And Experimental Evaluation

Tsonyo Slavov, Jordan Kralev, Petko H. Petkov
article en

Abstract

In this paper, we survey some recent results related to the identification, design, and experimental evaluation of a robust control system intended for vertical stabilization and tracking of the desired horizontal trajectory of a two-wheeled robot.A single-input multi-output uncertainty model is utilized, obtained by an appropriate identification procedure.Results of the theoretical and experimental comparison of two controllers are presented: an LQG controller including a Kalman filter and a -controller ensuring robust stability and robust performance of the closed-loop system.Both controllers are embedded in a Raspberry Pi 4B microcontroller.The results of the closed-loop system experimental evaluation confirm the fulfillment of the design requirements.

Engineering SciencesVol. LXII(2)
Openalex Percentile: Top 81%
Control and Dynamics of Mobile Robots
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